{"meta":{"query_hash":"df97660b907c","filters":{"venue":"Proceeding of 4th Thermal and Fluids Engineering Conference"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/df97660b907c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Proceeding+of+4th+Thermal+and+Fluids+Engineering+Conference"},"results":[{"id":"W2954583520","doi":"10.1615/tfec2019.tes.027960","title":"A NEW HYBRID HEAT STORAGE FIXED BED: PROOF OF CONCEPT","year":2019,"lang":"en","type":"article","venue":"Proceeding of 4th Thermal and Fluids Engineering Conference","topic":"Adsorption and Cooling Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Proof of concept; Operating system","score_opus":0.010544093703138545,"score_gpt":0.19123762775587255,"score_spread":0.180693534052734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954583520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9393155,0.0008462644,0.05799432,0.000016244589,0.00029030704,0.0002558526,0.00000974378,0.00017095916,0.0011008221],"genre_scores_gemma":[0.9987772,0.000013235986,0.0007906866,0.0000034872064,0.00007694946,0.000008481131,0.000003001978,0.00002840377,0.0002985204],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992349,0.0000034124014,0.0002582922,0.00015216715,0.0001518982,0.00019929075],"domain_scores_gemma":[0.9996633,0.000023155435,0.000032660508,0.00010893967,0.00007987959,0.00009209516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008533424,0.00017936337,0.00031651277,0.00008758068,0.00001247306,0.00001965323,0.00014402873,0.00005230878,0.00009056568],"category_scores_gemma":[0.0000128888805,0.00017339307,0.000044594864,0.000103107806,0.000022597178,0.00013295926,0.000032314554,0.00013335061,0.0000035889802],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020451262,0.000015152276,0.0019208365,0.0013430929,0.00007010563,0.0000011108133,0.0015412575,0.048062816,0.93650705,0.0038594885,0.00017113007,0.006487514],"study_design_scores_gemma":[0.00076762476,0.00016147,0.001359794,0.00068338704,0.000026215745,0.00001574789,0.00015992,0.5294284,0.4664017,0.00003766408,0.0005629281,0.00039510342],"about_ca_topic_score_codex":0.000016585584,"about_ca_topic_score_gemma":1.2341175e-7,"teacher_disagreement_score":0.48136562,"about_ca_system_score_codex":0.000013667439,"about_ca_system_score_gemma":0.000029977586,"threshold_uncertainty_score":0.70707643},"labels":[],"label_agreement":null},{"id":"W2955969018","doi":"10.1615/tfec2019.emt.028526","title":"THE EFFECT OF MULTIPHASE FLOW BEHAVIOUR ON A HORIZONTAL ANNULUS BY INTEGRATING HIGH-SPEED IMAGING TECHNIQUE","year":2019,"lang":"en","type":"article","venue":"Proceeding of 4th Thermal and Fluids Engineering Conference","topic":"Flow Measurement and Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Annulus (botany); Multiphase flow; Flow (mathematics); Geology; Computer science; Mechanics; Materials science; Physics","score_opus":0.0037308890290872303,"score_gpt":0.18405776309489896,"score_spread":0.18032687406581174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955969018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899831,0.00041768857,0.008642451,0.000012380022,0.00013126734,0.00030847115,0.000013135572,0.00013219992,0.00035932887],"genre_scores_gemma":[0.9990689,0.000024198136,0.0007849611,0.0000012282475,0.000032871056,0.00002838081,0.0000054558127,0.000030136456,0.000023838553],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990985,0.000009814676,0.00027421612,0.00016980788,0.00020695198,0.00024070949],"domain_scores_gemma":[0.9996145,0.000089310015,0.00004798771,0.00011665105,0.000077239456,0.000054352815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035306797,0.00023688683,0.00030563696,0.00009715817,0.00004868969,0.00004523364,0.00018666819,0.00005016905,0.000012236657],"category_scores_gemma":[0.000049466227,0.00016931498,0.00007004325,0.00014873002,0.000037213274,0.00012711312,0.000033361594,0.00022656821,0.0000015824339],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029474853,0.0000091597085,0.012456585,0.00023872776,0.00004425244,6.1463174e-7,0.00015687506,0.0037658792,0.9746362,0.00015218707,0.000019696703,0.008490379],"study_design_scores_gemma":[0.00039319982,0.00020278648,0.00052140746,0.00031624865,0.00003868215,0.000001624604,0.000058150472,0.47377262,0.5245108,0.0000032094351,0.00001304681,0.0001682403],"about_ca_topic_score_codex":0.000031386233,"about_ca_topic_score_gemma":5.3946286e-7,"teacher_disagreement_score":0.47000673,"about_ca_system_score_codex":0.000023744817,"about_ca_system_score_gemma":0.0000074630975,"threshold_uncertainty_score":0.69044644},"labels":[],"label_agreement":null},{"id":"W2956061024","doi":"10.1615/tfec2019.cmd.028008","title":"NUMERICAL INVESTIGATION OF HEAT TRANSFER IN DENSE FIXED BEDS OF ARBITRARY SHAPED PARTICLES WITH IMMERSED BOUNDARY METHODS","year":2019,"lang":"en","type":"article","venue":"Proceeding of 4th Thermal and Fluids Engineering Conference","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Heat transfer; Immersed boundary method; Mechanics; Boundary (topology); Materials science; Physics; Computer science; Mathematics; Mathematical analysis","score_opus":0.014198459988346884,"score_gpt":0.21805424260331166,"score_spread":0.2038557826149648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2956061024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96008015,0.0005730552,0.038938735,0.000012864751,0.00004779454,0.0001853197,0.00000457387,0.00004881773,0.0001086777],"genre_scores_gemma":[0.98987824,0.00004181431,0.010019976,0.0000045179786,0.0000109623625,0.000013611458,0.0000029909713,0.000026243055,0.0000016588916],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99911153,0.0000152313705,0.00036806666,0.00015450557,0.00014406252,0.00020661653],"domain_scores_gemma":[0.9996775,0.00007526209,0.000014838853,0.00009201839,0.000071223345,0.00006915088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023069262,0.00018213927,0.000391685,0.00014568557,0.000011001062,0.00001120078,0.00010572357,0.00007761304,0.000023413095],"category_scores_gemma":[0.000015415108,0.00016179236,0.000042893957,0.00025956985,0.000081215636,0.00017008324,0.000013547333,0.00016190959,4.6034492e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006937866,0.000015273561,0.029419111,0.0009238179,0.000039338185,7.6084837e-7,0.0014709916,0.0022569157,0.96406,0.00084686506,4.754685e-7,0.000897044],"study_design_scores_gemma":[0.0005833393,0.00013964815,0.020348558,0.00036651402,0.000026356527,0.0000036755887,0.00009308052,0.32908458,0.64914,0.00004572987,0.0000038068015,0.00016472014],"about_ca_topic_score_codex":0.00002437515,"about_ca_topic_score_gemma":4.162683e-7,"teacher_disagreement_score":0.32682765,"about_ca_system_score_codex":0.000010309733,"about_ca_system_score_gemma":0.0000377253,"threshold_uncertainty_score":0.6597701},"labels":[],"label_agreement":null}]}